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58 Publications
2024 | Journal Article | LibreCat-ID: 53130 | 
Designing taxi ridesharing systems with shared pick-up and drop-off locations: Insights from a computational study
M. Stumpe, P. Dieter, G. Schryen, O. Müller, D. Beverungen, Transportation Research Part A: Policy and Practice (2024).
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M. Stumpe, P. Dieter, G. Schryen, O. Müller, D. Beverungen, Transportation Research Part A: Policy and Practice (2024).
2023 | Journal Article | LibreCat-ID: 45299
HIEF: a holistic interpretability and explainability framework
J.-P. Kucklick, Journal of Decision Systems (2023) 1–41.
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J.-P. Kucklick, Journal of Decision Systems (2023) 1–41.
2023 | Journal Article | LibreCat-ID: 45112
Digital Responsibility – a Multilevel Framework for Responsible Digitalization
D. Beverungen, D. Kundisch, M. Mirbabaie, O. Müller, G. Schryen, S.T.-N. Trang, M. Trier, Business & Information Systems Engineering 65 (2023) 463–474.
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D. Beverungen, D. Kundisch, M. Mirbabaie, O. Müller, G. Schryen, S.T.-N. Trang, M. Trier, Business & Information Systems Engineering 65 (2023) 463–474.
2023 | Conference Paper | LibreCat-ID: 37312 |
Do People Recover from Algorithm Aversion? An Experimental Study of Algorithm Aversion over Time
D. Leffrang, K. Bösch, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
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D. Leffrang, K. Bösch, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
2023 | Conference Paper | LibreCat-ID: 50121
AI Washing: The Framing Effect of Labels on Algorithmic Advice Utilization
D. Leffrang, in: International Conference on Information Systems, 2023.
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D. Leffrang, in: International Conference on Information Systems, 2023.
2023 | Conference Paper | LibreCat-ID: 50118
The Broken Leg of Algorithm Appreciation: An Experimental Study on the Effect of Unobserved Variables on Advice Utilization
D. Leffrang, in: Wirtschaftsinformatik Conference, 2023.
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D. Leffrang, in: Wirtschaftsinformatik Conference, 2023.
2023 | Conference Paper | LibreCat-ID: 50431 |
Event Recommendations through the Lens of Vision and Language Foundation Models
H. Halimeh, F. Freese, O. Müller, in: Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems, 2023.
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H. Halimeh, F. Freese, O. Müller, in: Workshop on Recommenders in Tourism, Co-Located with the 17th ACM Conference on Recommender Systems, 2023.
2023 | Conference Paper | LibreCat-ID: 45270 |
Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features
H. Halimeh, M. Caron, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
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H. Halimeh, M. Caron, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
2023 | Conference Paper | LibreCat-ID: 50437
Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach
R. Reimann, M. Caron, in: Wirtschaftsinformatik, 2023.
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R. Reimann, M. Caron, in: Wirtschaftsinformatik, 2023.
2023 | Conference Paper | LibreCat-ID: 37058
More Isn’t Always Better – Measuring Customers’ Preferences for Digital Process Transparency
K. Brennig, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
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K. Brennig, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
2023 | Conference Paper | LibreCat-ID: 50459
A Process Mining Maturity Model: Enabling Organizations to Assess and Improve their Process Mining Activities
J. Brock, B. Löhr, K. Brennig, T. Seger, C. Bartelheimer, S. von Enzberg, A. Kühn, R. Dumitrescu, in: European Conference on Information Systems, 2023.
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J. Brock, B. Löhr, K. Brennig, T. Seger, C. Bartelheimer, S. von Enzberg, A. Kühn, R. Dumitrescu, in: European Conference on Information Systems, 2023.
2023 | Book Chapter | LibreCat-ID: 50450
Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter?
K. Brennig, K. Benkert, B. Löhr, O. Müller, in: Business Process Management Workshops, 2023.
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K. Brennig, K. Benkert, B. Löhr, O. Müller, in: Business Process Management Workshops, 2023.
2022 | Conference Paper | LibreCat-ID: 27506 |
Visual Interpretability of Image-based Real Estate Appraisal
J.-P. Kucklick, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
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J.-P. Kucklick, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
2022 | Conference Paper | LibreCat-ID: 29539 |
Towards a model- and data-focused taxonomy of XAI systems
J.-P. Kucklick, in: Wirtschaftsinformatik 2022 Proceedings, 2022.
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J.-P. Kucklick, in: Wirtschaftsinformatik 2022 Proceedings, 2022.
2022 | Journal Article | LibreCat-ID: 32866
Shifting ML value creation mechanisms: A process model of ML value creation
A. Shollo, K. Hopf, T. Thiess, O. Müller, The Journal of Strategic Information Systems 31 (2022).
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A. Shollo, K. Hopf, T. Thiess, O. Müller, The Journal of Strategic Information Systems 31 (2022).
2022 | Journal Article | LibreCat-ID: 35620
Tackling the Accuracy–Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal
J.-P. Kucklick, O. Müller, ACM Transactions on Management Information Systems (2022).
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J.-P. Kucklick, O. Müller, ACM Transactions on Management Information Systems (2022).
2022 | Conference Paper | LibreCat-ID: 36912
Process Mining of Knowledge-Intensive Processes: An Action Design Research Study in Manufacturing
B. Löhr, K. Brennig, C. Bartelheimer, D. Beverungen, O. Müller, in: International Conference on Business Process Management, 2022.
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B. Löhr, K. Brennig, C. Bartelheimer, D. Beverungen, O. Müller, in: International Conference on Business Process Management, 2022.
2022 | Conference Paper | LibreCat-ID: 42631
Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift
M. Caron, in: 2022 IEEE International Conference on Big Data (Big Data), IEEE, 2022.
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M. Caron, in: 2022 IEEE International Conference on Big Data (Big Data), IEEE, 2022.
2022 | Conference Paper | LibreCat-ID: 25113
Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models
M. Caron, F.S. Bäumer, O. Müller, in: 55th Hawaii International Conference on System Sciences (HICSS), 2022.
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M. Caron, F.S. Bäumer, O. Müller, in: 55th Hawaii International Conference on System Sciences (HICSS), 2022.
2021 | Conference Paper | LibreCat-ID: 21204 |
A Comparison of Multi-View Learning Strategies for Satellite Image-based Real Estate Appraisal
J.-P. Kucklick, O. Müller, in: The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services, 2021.
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J.-P. Kucklick, O. Müller, in: The AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services, 2021.
2021 | Conference Paper | LibreCat-ID: 22514 |
Quantifying the Impact of Location Data for Real Estate Appraisal – A GIS-based Deep Learning Approach
J.-P. Kucklick, J. Müller, D. Beverungen, O. Müller, in: European Conference on Information Systems, 2021.
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J.-P. Kucklick, J. Müller, D. Beverungen, O. Müller, in: European Conference on Information Systems, 2021.
2021 | Book Chapter | LibreCat-ID: 32868
Designing a Risk Assessment Tool for Artificial Intelligence Systems
P.R. Nagbøl, O. Müller, O. Krancher, in: The Next Wave of Sociotechnical Design, Springer International Publishing, Cham, 2021.
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P.R. Nagbøl, O. Müller, O. Krancher, in: The Next Wave of Sociotechnical Design, Springer International Publishing, Cham, 2021.
2021 | Conference Paper | LibreCat-ID: 24547
PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data
O. Müller, M. Caron, M. Döring, T. Heuwinkel, J. Baumeister, in: 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021), n.d.
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O. Müller, M. Caron, M. Döring, T. Heuwinkel, J. Baumeister, in: 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021), n.d.
2021 | Conference Paper | LibreCat-ID: 25029
To the Moon! Analyzing the Community of “Degenerates” Engaged in the Surge of the GME Stock
M. Caron, M. Gulenko, O. Müller, in: 42nd International Conference on Information Systems (ICIS 2021), 2021.
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M. Caron, M. Gulenko, O. Müller, in: 42nd International Conference on Information Systems (ICIS 2021), 2021.
2021 | Conference Paper | LibreCat-ID: 26812 |
Should I Follow this Model? The Effect of Uncertainty Visualization on the Acceptance of Time Series Forecasts
D. Leffrang, O. Müller, in: IEEE Workshop on TRust and EXpertise in Visual Analytics, 2021.
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D. Leffrang, O. Müller, in: IEEE Workshop on TRust and EXpertise in Visual Analytics, 2021.
2020 | Conference Paper | LibreCat-ID: 17348
Location, location, location: Satellite image-based real-estate appraisal
J.-P. Kucklick, O. Müller, in: Symposium on Statistical Challenges in Electronic Commerce Research (SCECR), 2020.
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J.-P. Kucklick, O. Müller, in: Symposium on Statistical Challenges in Electronic Commerce Research (SCECR), 2020.
2020 | Conference Paper | LibreCat-ID: 17140
Design Principles for Explainable Sales Win-Propensity Prediction Systems
T. Thiess, O. Müller, L. Tonelli, in: International Conference on Wirtschaftsinformatik, 2020.
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T. Thiess, O. Müller, L. Tonelli, in: International Conference on Wirtschaftsinformatik, 2020.
2020 | Conference Paper | LibreCat-ID: 17095
Business Intelligence & Analytics Cost Accounting: An Action Design Research Approach
R. Grytz, A. Krohn-Grimberghe, O. Müller, in: European Conference on Information Systems, 2020.
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R. Grytz, A. Krohn-Grimberghe, O. Müller, in: European Conference on Information Systems, 2020.
2020 | Conference Paper | LibreCat-ID: 35660
Extending Loyalty Programs with BI Functionalities A Case Study for Brick-and-Mortar Stores
J.-P. Kucklick, M.R. Kamm, J. Schneider, J. vom Brocke, in: Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020.
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J.-P. Kucklick, M.R. Kamm, J. Schneider, J. vom Brocke, in: Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020.
2020 | Journal Article | LibreCat-ID: 35662
Data mining for small shops: Empowering brick-and-mortar stores through BI functionalities of a loyalty program1
M.R. Kamm, J.-P. Kucklick, J. Schneider, J. vom Brocke, Information Systems Management 38 (2020) 270–286.
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M.R. Kamm, J.-P. Kucklick, J. Schneider, J. vom Brocke, Information Systems Management 38 (2020) 270–286.
2020 | Conference Paper | LibreCat-ID: 21563
Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility
M. Caron, O. Müller, in: 2020 IEEE International Conference on Big Data (Big Data), 2020, pp. 4383–4391.
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M. Caron, O. Müller, in: 2020 IEEE International Conference on Big Data (Big Data), 2020, pp. 4383–4391.
2019 | Conference Paper | LibreCat-ID: 17096
The Effect of Marker-less Augmented Reality on Task and Learning Performance
P. Sommerauer, O. Müller, L. Maxim, N. Østman, in: International Conference on Wirtschaftsinformatik, 2019.
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P. Sommerauer, O. Müller, L. Maxim, N. Østman, in: International Conference on Wirtschaftsinformatik, 2019.
2018 | Journal Article | LibreCat-ID: 17094
Hospital-wide Process-oriented Organization of Care: The Case of Turku University Central Hospital
R. Suomi, O. Müller, J. vom Brocke, Journal of Information Technology Theory and Application 19 (2018) 3.
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R. Suomi, O. Müller, J. vom Brocke, Journal of Information Technology Theory and Application 19 (2018) 3.
2018 | Conference Paper | LibreCat-ID: 17099
Towards Design Principles for Data-Driven Decision Making–An Action Design Research Project in the Maritime Industry
T. Thiess, O. Müller, in: European Conference on Information Systems, 2018.
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T. Thiess, O. Müller, in: European Conference on Information Systems, 2018.
2018 | Conference Paper | LibreCat-ID: 17098
Augmented reality for teaching and learning - A literature review on theoretical and empirical foundations
P. Sommerauer, O. Müller, in: European Conference on Information Systems, 2018.
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P. Sommerauer, O. Müller, in: European Conference on Information Systems, 2018.
2018 | Conference Paper | LibreCat-ID: 17097
Emotional contagion through online newspapers
K. Bösch, O. Müller, J. Schneider, in: European Conference on Information Systems, 2018.
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K. Bösch, O. Müller, J. Schneider, in: European Conference on Information Systems, 2018.
2016 | Conference Paper | LibreCat-ID: 17103
Disentangling the Relationship Between the Adoption of In-Memory Computing and Firm Performance
M. Fay, O. Müller, J. vom Brocke, in: European Conference on Information Systems, 2016.
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M. Fay, O. Müller, J. vom Brocke, in: European Conference on Information Systems, 2016.
2016 | Conference Paper | LibreCat-ID: 17102
Identifying and quantifying cultural factors that matter to the IT workforce: An approach based on automated content analysis
T. Schmiedel, O. Müller, S. Debortoli, J. vom Brocke, in: European Conference on Information Systems, 2016.
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T. Schmiedel, O. Müller, S. Debortoli, J. vom Brocke, in: European Conference on Information Systems, 2016.
2015 | Conference Paper | LibreCat-ID: 17105
A gender perspective on business process management competences offered on professional online social networks
E. Gorbacheva, A. Stein, T. Schmiedel, O. Müller, in: European Conference on Information Systems, 2015.
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E. Gorbacheva, A. Stein, T. Schmiedel, O. Müller, in: European Conference on Information Systems, 2015.
2015 | Journal Article | LibreCat-ID: 17108
Potenzialbeurteilung neuer Technologien im Prozesscontrolling
J. vom Brocke, O. Müller, S. Debortoli, N. Reuter, Controlling 26 (2015) 83–89.
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J. vom Brocke, O. Müller, S. Debortoli, N. Reuter, Controlling 26 (2015) 83–89.
2015 | Conference Paper | LibreCat-ID: 17106
Real-time Business Process Intelligence. Comparison of different architectural approaches using the example of the order-to-cash process.
A. Korotina, O. Müller, S. Debortoli, in: International Conference on Wirtschaftsinformatik, 2015, pp. 1710–1724.
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A. Korotina, O. Müller, S. Debortoli, in: International Conference on Wirtschaftsinformatik, 2015, pp. 1710–1724.
2014 | Journal Article | LibreCat-ID: 17107
Interview with Michael Rosemann on ambidextrous business process management
T. Kohlborn, O. Müller, J. Poeppelbuss, M. Roeglinger, Business Process Management Journal (2014) 634–638.
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T. Kohlborn, O. Müller, J. Poeppelbuss, M. Roeglinger, Business Process Management Journal (2014) 634–638.
2014 | Book Chapter | LibreCat-ID: 17109
Handbuch für offene gesellschaftliche Innovation
C. Raffl, J. Lucke, O. Müller, H.-D. Zimmermann, J. Vom Brocke, in: TOGI-Schriftenreihe, ePubli GmbH, 2014.
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C. Raffl, J. Lucke, O. Müller, H.-D. Zimmermann, J. Vom Brocke, in: TOGI-Schriftenreihe, ePubli GmbH, 2014.
2014 | Conference Paper | LibreCat-ID: 17116
Identifying and characterizing topics in enterprise content management: a latent semantic analysis of vendor case studies
A. Herbst, A. Simons, J. vom Brocke, O. Müller, S. Debortoli, S. Vakulenko, in: European Conference on Information Systems, 2014.
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A. Herbst, A. Simons, J. vom Brocke, O. Müller, S. Debortoli, S. Vakulenko, in: European Conference on Information Systems, 2014.
2014 | Conference Paper | LibreCat-ID: 17117
Identifying the role of information systems in achieving energy-related environmental sustainability using text mining
N. Reuter, S. Vakulenko, J. vom Brocke, S. Debortoli, O. Müller, in: European Conference on Information Systems, 2014.
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N. Reuter, S. Vakulenko, J. vom Brocke, S. Debortoli, O. Müller, in: European Conference on Information Systems, 2014.
2014 | Journal Article | LibreCat-ID: 17118
How In-memory Technology Can Create Business Value: Insights from the Hilti Case
J. vom Brocke, S. Debortoli, O. Müller, N. Reuter, Communications of the Association for Information Systems 34 (2014) 7.
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J. vom Brocke, S. Debortoli, O. Müller, N. Reuter, Communications of the Association for Information Systems 34 (2014) 7.
2014 | Conference Paper | LibreCat-ID: 17111
Enriching iTunes App Store categories via topic modeling
S. Vakulenko, O. Müller, J. vom Brocke, in: International Conference on Information Systems, 2014.
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S. Vakulenko, O. Müller, J. vom Brocke, in: International Conference on Information Systems, 2014.
2012 | Journal Article | LibreCat-ID: 17123
Open Societal Innovation: The Alemannic Definition
J. von Lucke, J. Herzberg, U. Kluge, J. vom Brocke, O. Müller, H.-D. Zimmermann, SSRN Electronic Journal (2012).
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J. von Lucke, J. Herzberg, U. Kluge, J. vom Brocke, O. Müller, H.-D. Zimmermann, SSRN Electronic Journal (2012).
2012 | Conference Paper | LibreCat-ID: 17124
Business activity management for service networks in cloud environments
C. Janiesch, R. Fischer, M. Matzner, O. Müller, in: Workshop on Middleware for Service Oriented Computing, 2012, pp. 1–6.
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C. Janiesch, R. Fischer, M. Matzner, O. Müller, in: Workshop on Middleware for Service Oriented Computing, 2012, pp. 1–6.
2011 | Conference Paper | LibreCat-ID: 17125
Slipstream: architecture options for real-time process analytics
C. Janiesch, M. Matzner, O. Müller, R. Vollmer, J. Becker, in: Proceedings of the ACM Symposium on Applied Computing, 2011, pp. 295–300.
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C. Janiesch, M. Matzner, O. Müller, R. Vollmer, J. Becker, in: Proceedings of the ACM Symposium on Applied Computing, 2011, pp. 295–300.
2010 | Book Chapter | LibreCat-ID: 17129
Online-Produktkonfiguratoren – Status quo und Entwicklungsperspektiven
J. Becker, R. Knackstedt, O. Müller, A. Benölken, O. Schmitt, M. Thillainathan, A. Schulke, in: Vertriebsinformationssysteme, Springer-Verlag, 2010, pp. 85–104.
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J. Becker, R. Knackstedt, O. Müller, A. Benölken, O. Schmitt, M. Thillainathan, A. Schulke, in: Vertriebsinformationssysteme, Springer-Verlag, 2010, pp. 85–104.
2010 | Conference Paper | LibreCat-ID: 17130
An ontology-based natural language service discovery engine--design and experimental evaluation
J. Becker, O. Müller, M. Woditsch, in: European Conference on Information Systems, 2010.
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J. Becker, O. Müller, M. Woditsch, in: European Conference on Information Systems, 2010.
2009 | Book Chapter | LibreCat-ID: 17131
Comparing Architectural Styles for Service-Oriented Architectures – a REST vs. SOAP Case Study
J. Becker, M. Matzner, O. Müller, in: Information Systems Development, Springer, 2009, pp. 207–215.
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J. Becker, M. Matzner, O. Müller, in: Information Systems Development, Springer, 2009, pp. 207–215.
2009 | Conference Paper | LibreCat-ID: 17132
Documentation of flexible business processes-A healthcare case study
J. Becker, K. Bergener, O. Müller, F. Müller-Wienbergen, in: Americas Conference on Information Systems, 2009, p. 93.
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J. Becker, K. Bergener, O. Müller, F. Müller-Wienbergen, in: Americas Conference on Information Systems, 2009, p. 93.
2009 | Conference Paper | LibreCat-ID: 17133
A design research study on enhancing creativity-The case of developing product-service bundles
F. Müller-Wienbergen, S. Seidel, O. Müller, R. Knackstedt, J. Becker, in: European Conference on Information Systems, 2009.
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F. Müller-Wienbergen, S. Seidel, O. Müller, R. Knackstedt, J. Becker, in: European Conference on Information Systems, 2009.
2008 | Book Chapter | LibreCat-ID: 17137
Serviceorientierte Informationssystemarchitekturen zur Integration von Produktion und Dienstleistung am Beispiel des WEEE-Recycling
R. Knackstedt, O. Müller, in: Wertschöpfungsnetzwerke, Physica-Verlag HD, 2008, pp. 235–252.
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R. Knackstedt, O. Müller, in: Wertschöpfungsnetzwerke, Physica-Verlag HD, 2008, pp. 235–252.
2008 | Conference Paper | LibreCat-ID: 17138
Towards a semantic data quality management-using ontologies to assess master data quality in retailing
J. Becker, M. Matzner, O. Müller, A. Winkelmann, in: Americas Conference on Information Systems, 2008, p. 129.
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J. Becker, M. Matzner, O. Müller, A. Winkelmann, in: Americas Conference on Information Systems, 2008, p. 129.
2008 | Conference Paper | LibreCat-ID: 17139
An ontology-based service discovery approach for the provisioning of product-service bundles
R. Knackstedt, D. Kuropka, O. Müller, A. Polyvyanyy, in: European Conference on Information Systems, 2008.
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R. Knackstedt, D. Kuropka, O. Müller, A. Polyvyanyy, in: European Conference on Information Systems, 2008.